GPR monitoring for road transport infrastructure: A systematic review and machine learning insights

M Rasol, JC Pais, V Pérez-Gracia, M Solla… - … and Building Materials, 2022 - Elsevier
Suitable road pavements assessment becomes essential to provide safe traffic movements
of people and goods. Moreover, a reliable transportation network is a crucial aspect of …

A review of Ground Penetrating Radar application in civil engineering: A 30-year journey from Locating and Testing to Imaging and Diagnosis

WWL Lai, X Derobert, P Annan - Ndt & E International, 2018 - Elsevier
Abstract The GPR (Ground Penetrating Radar) conference in Hong Kong year 2016 marked
the 30th anniversary of the initial meeting in Tifton, Georgia, USA on 1986. The conference …

Detection of concealed cracks from ground penetrating radar images based on deep learning algorithm

S Li, X Gu, X Xu, D Xu, T Zhang, Z Liu… - Construction and Building …, 2021 - Elsevier
Detecting concealed cracks in asphalt pavement has been a challenging task due to the
nonvisibility of the location of these cracks. This study proposes an effective method to …

A review of GPR application on transport infrastructures: Troubleshooting and best practices

M Solla, V Pérez-Gracia, S Fontul - Remote Sensing, 2021 - mdpi.com
The non-destructive testing and diagnosis of transport infrastructures is essential because of
the need to protect these facilities for mobility, and for economic and social development …

Pavement asset management systems and technologies: A review

NSP Peraka, KP Biligiri - Automation in Construction, 2020 - Elsevier
Pavement asset management system (PAMS) assists agencies and decision makers to
maintain deteriorating pavement assets with optimized budget allocation. The recent …

Denoising method of ground-penetrating radar signal based on independent component analysis with multifractal spectrum

R Li, H Zhang, Z Chen, N Yu, W Kong, T Li, E Wang… - Measurement, 2022 - Elsevier
Denoising is commonly used to improve the signal-to-noise ratio of ground-penetrating
radar (GPR) for target detection and recognition. We propose an adaptive GPR denoising …

Image based techniques for crack detection, classification and quantification in asphalt pavement: a review

H Zakeri, FM Nejad, A Fahimifar - Archives of Computational Methods in …, 2017 - Springer
Pavement condition information is a significant component in Pavement Management
Systems. The labeling and quantification of the type, severity, and extent of surface cracking …

An overview of corrosion defect characterization using active infrared thermography

S Doshvarpassand, C Wu, X Wang - Infrared physics & technology, 2019 - Elsevier
Corrosion is considered a destructive phenomenon that affects almost all metals. There is a
variety of corrosion monitoring and measurement techniques being deployed across …

Deep learning-based pavement subsurface distress detection via ground penetrating radar data

Y Li, C Liu, G Yue, Q Gao, Y Du - Automation in Construction, 2022 - Elsevier
Pavement subsurface distress endangers driving safety and road serviceability. Ground
penetrating radar (GPR) can non-destructively provides high-resolution profiles of road …

Combined use of GPR and other NDTs for road pavement assessment: An overview

A Elseicy, A Alonso-Díaz, M Solla, M Rasol… - Remote Sensing, 2022 - mdpi.com
Roads are the main transportation system in any country and, therefore, must be maintained
in good physical condition to provide a safe and seamless flow to transport people and …